Bhārata Strata · Maharashtra · Beed · morphological twins

Places like cell 4700000943

The MH-36 locality cells most similar to this Beed cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 6 distinct districts

Index confidence

0.91

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.191

lower = more alike (weighted)

The twins, closest first

#1 · Beedcell 4700001940

distance 0.191

#2 · Beedcell 4700000418

distance 0.204

#3 · Laturcell 4810001333

distance 0.206 · cross-district

#4 · Dharashivcell 4880004355

distance 0.208 · cross-district

#5 · Beedcell 4700000396

distance 0.208

#6 · Jalnacell 4790001466

distance 0.209 · cross-district

#7 · Dharashivcell 4880004803

distance 0.217 · cross-district

#8 · Solapurcell 4960001930

distance 0.218 · cross-district

#9 · Beedcell 4700000594

distance 0.218

#10 · Dharashivcell 4880005393

distance 0.218 · cross-district

#11 · Jalnacell 4790003638

distance 0.219 · cross-district

#12 · Buldhanacell 4720000328

distance 0.226 · cross-district

#13 · Jalnacell 4790001088

distance 0.231 · cross-district

#14 · Dharashivcell 4880000910

distance 0.231 · cross-district

#15 · Dharashivcell 4880004913

distance 0.235 · cross-district

#16 · Beedcell 4700000317

distance 0.236

#17 · Dharashivcell 4880002767

distance 0.236 · cross-district

#18 · Dharashivcell 4880001639

distance 0.238 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":470,"cluster_id":4700000943}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.